Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used: seal specific (sst, dfs, velocity magnitude, xbtm)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max |
|---|---|---|
| rf | 0.9786585 | 0.8643293 |
| bt | 0.9586890 | 0.8768293 |
| maxnet | 0.9442073 | 0.8268293 |
| gam | 0.9399390 | 0.8268293 |
| glm | 0.9304878 | 0.8012195 |
Variable Importance
Partial Dependence
